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ecc-tools-cost-audit

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by Api.AirforcePrepends a system promptGit & Pull Requests000 uses202,700

Evidence-first ECC Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, or GitHub App cost spikes in the ECC Tools repo.

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What this skill does

When applied, it prepends a system prompt before your request is sent — no extra calls and no change to how you are billed beyond the added tokens.

---
name: ecc-tools-cost-audit
description: Evidence-first ECC Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, or GitHub App cost spikes in the ECC Tools repo.
origin: ECC
---

# ECC Tools Cost Audit

Use this skill when the user suspects the ECC Tools GitHub App is burning cost, over-creating PRs, bypassing usage limits, or routing free users into premium analysis paths.

This is a focused operator workflow for the sibling [ECC-Tools](../../ECC-Tools) repo. It is not a generic billing skill and it is not a repo-wide code review pass.

## Skill Stack

Pull these ECC-native skills into the workflow when relevant:

- `autonomous-loops` for bounded multi-step audits that cross webhooks, queues, billing, and retries
- `agentic-engineering` for tracing the request path into discrete, provable units
- `customer-billing-ops` when repo behavior and customer-impact math must be separated cleanly
- `search-first` before inventing helpers or re-implementing repo-local utilities
- `security-review` when auth, usage gates, entitlements, or secrets are touched
- `verification-loop` for proving rerun safety and exact post-fix state
- `tdd-workflow` when the fix needs regression coverage in the worker, router, or billing paths

## When To Use

- user says ECC Tools burn rate, PR recursion, over-created PRs, usage-limit bypass, or premium-model leakage
- the task is in the sibling `ECC-Tools` repo and depends on webhook handlers, queue workers, usage reservation, PR creation logic, or paid-gate enforcement
- a customer report says the app created too many PRs, billed incorrectly, or analyzed code without producing a usable result

## Scope Guardrails

- work in the sibling `ECC-Tools` repo, not in `everything-claude-code`
- start read-only unless the user clearly asked for a fix
- do not mutate unrelated billing, checkout, or UI flows while tracing analysis burn
- treat app-generated branches and

Use this skill

Per request

Add a "skill" field with the skill’s ID to your chat completion request. It is applied server-side before your prompt is sent — no extra calls.

{
  "model": "gpt-4o-mini",
  "skill": "imp-ff96c4ca-a84d-44ef-ac4b-b056a62119f3",
  "messages": [{ "role": "user", "content": "…" }]
}
Always on — no field to send

Install the skill, enable it in your dashboard and (optionally) limit it to specific models. It then applies automatically to every matching request — with no "skill" field to send each time.

Set it up in your dashboard